Pillonetto, Gianluigi

5 publications

MLJ 2019 Boosting as a Kernel-Based Method Aleksandr Y. Aravkin, Giulio Bottegal, Gianluigi Pillonetto

JMLR 2014 Convex vs Non-Convex Estimators for Regression and Sparse Estimation: The Mean Squared Error Properties of ARD and GLasso Aleksandr Aravkin, James V. Burke, Alessandro Chiuso, Gianluigi Pillonetto

JMLR 2013 Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory Aleksandr Y. Aravkin, James V. Burke, Gianluigi Pillonetto

ICML 2011 Learning Output Kernels with Block Coordinate Descent Francesco Dinuzzo, Cheng Soon Ong, Peter V. Gehler, Gianluigi Pillonetto

NeurIPS 2010 Learning Sparse Dynamic Linear Systems Using Stable Spline Kernels and Exponential Hyperpriors Alessandro Chiuso, Gianluigi Pillonetto